Silhouette Score Evaluation on MNIST
0.5571Silhouette ScoreP. UMAP
Evaluation Results
| Method | Links | |
|---|---|---|
| P. UMAPDimension=642020.09 | 0.5571 | |
| P. UMAPDimension=22020.09 | 0.5559 | |
| UMAPDimension=642020.09 | 0.5276 | |
| UMAPDimension=22020.09 | 0.5186 | |
| UMAP/AEDimension=642020.09 | 0.5166 | |
| UMAP/AEDimension=22020.09 | 0.4637 | |
| P. t-SNEDimension=22020.09 | 0.371 | |
| t-SNEDimension=22020.09 | 0.3498 | |
| PHATEDimension=642020.09 | 0.3342 | |
| PHATEDimension=22020.09 | 0.1803 | |
| SCVISDimension=22020.09 | 0.1789 | |
| IVISDimension=642020.09 | 0.0842 | |
| IVISDimension=22020.09 | 0.0793 | |
| AEDimension=642020.09 | 0.0653 | |
| VAEDimension=22020.09 | 0.0627 | |
| PCADimension=642020.09 | 0.0569 | |
| P. t-SNEDimension=642020.09 | 0.0488 | |
| VAEDimension=642020.09 | 0.0431 | |
| PCADimension=22020.09 | 0.0228 | |
| AEDimension=22020.09 | -0.0258 |